ML is an active area of research and market innovation and there are game-changing ML companies investing to improve data science productivity and build domain-specific machine learning solutions. As a data platform, we want to be open and give our customers flexibility to use these solutions on the PBs of business data they are relying on MapR to store and manage. So, we have extended this offering with selected Refinery partnerships as a holistic approach to enabling the MapR platform for all types of data science teams.